Forex EDA Report

Brought to you by YData

Dataset statistics

Number of variables	10
Number of observations	6057
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	154
Duplicate rows (%)	2.5%
Total size in memory	520.5 KiB
Average record size in memory	88.0 B

Variable types

Numeric	10

Alerts

Dataset has 154 (2.5%) duplicate rows	Duplicates
`USD-AUD` is highly overall correlated with `USD-CAD` and 5 other fields	High correlation
`USD-CAD` is highly overall correlated with `USD-AUD` and 4 other fields	High correlation
`USD-CHF` is highly overall correlated with `USD-CNY` and 1 other fields	High correlation
`USD-CNY` is highly overall correlated with `USD-AUD` and 3 other fields	High correlation
`USD-EUR` is highly overall correlated with `USD-AUD` and 4 other fields	High correlation
`USD-GBP` is highly overall correlated with `USD-AUD` and 3 other fields	High correlation
`USD-JPY` is highly overall correlated with `USD-AUD` and 3 other fields	High correlation
`USD-NZD` is highly overall correlated with `USD-AUD` and 4 other fields	High correlation
`USD-XAU` is highly overall correlated with `USD-CHF` and 2 other fields	High correlation

Reproduction

Analysis started	2025-04-21 23:56:04.176076
Analysis finished	2025-04-21 23:56:19.718012
Duration	15.54 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

USD-AUD
Real number (ℝ)

High correlation

Distinct	266
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3153998

Minimum	0.90966979
Maximum	1.9696671
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	94.6 KiB

Quantile statistics

Minimum	0.90966979
5-th percentile	0.96328014
Q1	1.1427265
median	1.3229263
Q3	1.4316392
95-th percentile	1.6335213
Maximum	1.9696671
Range	1.0599973
Interquartile range (IQR)	0.28891268

Descriptive statistics

Standard deviation	0.20773304
Coefficient of variation (CV)	0.15792388
Kurtosis	-0.022544503
Mean	1.3153998
Median Absolute Deviation (MAD)	0.13799407
Skewness	0.15130451
Sum	7967.3768
Variance	0.043153016
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.423082396	45	0.7%
1.448645516	44	0.7%
1.842978253	44	0.7%
1.336541032	44	0.7%
1.321702353	43	0.7%
1.376841526	43	0.7%
1.535626536	43	0.7%
1.446549978	43	0.7%
1.305994515	43	0.7%
1.361655773	43	0.7%
Other values (256)	5622	92.8%

Value	Count	Frequency (%)
0.9096697899	21	0.3%
0.9114939386	21	0.3%
0.9317927693	21	0.3%
0.9326618168	22	0.4%
0.9339684319	23	0.4%
0.9370314843	22	0.4%
0.9415309293	22	0.4%
0.9496676163	21	0.3%
0.9521089213	22	0.4%
0.9588647042	21	0.3%

Value	Count	Frequency (%)
1.969667126	1	< 0.1%
1.930129319	20	0.3%
1.876876877	21	0.3%
1.857700167	22	0.4%
1.842978253	44	0.7%
1.816530427	22	0.4%
1.802776275	23	0.4%
1.782531194	21	0.3%
1.780626781	22	0.4%
1.774937877	20	0.3%

USD-CAD
Real number (ℝ)

High correlation

Distinct	267
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.2268041

Minimum	0.9431
Maximum	1.6016
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	94.6 KiB

Quantile statistics

Minimum	0.9431
5-th percentile	0.9923
Q1	1.0776
median	1.2613
Q3	1.3328
95-th percentile	1.45674
Maximum	1.6016
Range	0.6585
Interquartile range (IQR)	0.2552

Descriptive statistics

Standard deviation	0.15347267
Coefficient of variation (CV)	0.12509958
Kurtosis	-0.70642264
Mean	1.2268041
Median Absolute Deviation (MAD)	0.099
Skewness	0.0019533556
Sum	7430.7522
Variance	0.02355386
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.2398	63	1.0%
1.3516	46	0.8%
1.3093	45	0.7%
1.3412	45	0.7%
0.9987	44	0.7%
1.3127	44	0.7%
1.1657	43	0.7%
1.0174	43	0.7%
1.303	43	0.7%
1.354	42	0.7%
Other values (257)	5599	92.4%

Value	Count	Frequency (%)
0.9431	23	0.4%
0.9451	21	0.3%
0.9552	21	0.3%
0.9634	22	0.4%
0.9685	22	0.4%
0.9706	23	0.4%
0.9716	20	0.3%
0.9777	23	0.4%
0.9837	20	0.3%
0.9863	23	0.4%

Value	Count	Frequency (%)
1.6016	20	0.3%
1.5949	21	0.3%
1.5891	1	< 0.1%
1.5868	21	0.3%
1.5842	23	0.4%
1.5718	22	0.4%
1.5677	22	0.4%
1.5653	21	0.3%
1.5585	22	0.4%
1.5584	23	0.4%

USD-CHF
Real number (ℝ)

High correlation

Distinct	273
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0457281

Minimum	0.7855
Maximum	1.7193
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	94.6 KiB

Quantile statistics

Minimum	0.7855
5-th percentile	0.878
Q1	0.9209
median	0.9825
Q3	1.1581
95-th percentile	1.3639
Maximum	1.7193
Range	0.9338
Interquartile range (IQR)	0.2372

Descriptive statistics

Standard deviation	0.16940047
Coefficient of variation (CV)	0.16199284
Kurtosis	1.2887274
Mean	1.0457281
Median Absolute Deviation (MAD)	0.0718
Skewness	1.2958135
Sum	6333.9751
Variance	0.028696518
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9551	67	1.1%
0.9129	46	0.8%
0.9202	44	0.7%
0.9153	44	0.7%
1.0412	43	0.7%
0.9653	42	0.7%
0.9352	23	0.4%
0.9262	23	0.4%
0.91	23	0.4%
0.9315	23	0.4%
Other values (263)	5679	93.8%

Value	Count	Frequency (%)
0.7855	21	0.3%
0.806	23	0.4%
0.8169	14	0.2%
0.8404	22	0.4%
0.8414	21	0.3%
0.8456	21	0.3%
0.8496	22	0.4%
0.854	22	0.4%
0.8614	23	0.4%
0.8641	23	0.4%

Value	Count	Frequency (%)
1.7193	1	< 0.1%
1.6966	20	0.3%
1.6813	21	0.3%
1.6175	22	0.4%
1.5678	23	0.4%
1.4988	22	0.4%
1.4852	23	0.4%
1.4832	21	0.3%
1.481	20	0.3%
1.4767	23	0.4%

USD-CNY
Real number (ℝ)

High correlation

Distinct	247
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.0298799

Minimum	6.054
Maximum	8.2775
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	94.6 KiB

Quantile statistics

Minimum	6.054
5-th percentile	6.1437
Q1	6.4607
median	6.8388
Q3	7.3919
95-th percentile	8.277
Maximum	8.2775
Range	2.2235
Interquartile range (IQR)	0.9312

Descriptive statistics

Standard deviation	0.70019165
Coefficient of variation (CV)	0.099602221
Kurtosis	-0.82814535
Mean	7.0298799
Median Absolute Deviation (MAD)	0.4332
Skewness	0.65496035
Sum	42579.983
Variance	0.49026835
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.2765	152	2.5%
8.277	131	2.2%
8.2766	90	1.5%
8.2768	87	1.4%
8.2764	87	1.4%
8.2772	65	1.1%
8.2771	63	1.0%
6.3561	45	0.7%
8.2773	45	0.7%
8.2767	45	0.7%
Other values (237)	5247	86.6%

Value	Count	Frequency (%)
6.054	22	0.4%
6.0598	23	0.4%
6.093	21	0.3%
6.0942	23	0.4%
6.1129	23	0.4%
6.1191	21	0.3%
6.12	22	0.4%
6.1302	23	0.4%
6.1339	23	0.4%
6.1394	22	0.4%

Value	Count	Frequency (%)
8.2775	41	0.7%
8.2774	42	0.7%
8.2773	45	0.7%
8.2772	65	1.1%
8.2771	63	1.0%
8.277	131	2.2%
8.2769	43	0.7%
8.2768	87	1.4%
8.2767	45	0.7%
8.2766	90	1.5%

USD-EUR
Real number (ℝ)

High correlation

Distinct	274
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.83429488

Minimum	0.63339245
Maximum	1.1636025
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	94.6 KiB

Quantile statistics

Minimum	0.63339245
5-th percentile	0.68873764
Q1	0.75631523
median	0.83388926
Q3	0.90587916
95-th percentile	0.97847358
Maximum	1.1636025
Range	0.53021006
Interquartile range (IQR)	0.14956392

Descriptive statistics

Standard deviation	0.09405004
Coefficient of variation (CV)	0.11272997
Kurtosis	-0.012057867
Mean	0.83429488
Median Absolute Deviation (MAD)	0.073634109
Skewness	0.24305068
Sum	5053.3241
Variance	0.0088454099
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.780457348	45	0.7%
0.8127438231	44	0.7%
0.9104151493	44	0.7%
0.7063144512	44	0.7%
0.8900756564	43	0.7%
0.9455370651	40	0.7%
0.9035872413	23	0.4%
0.8087343308	23	0.4%
0.8185985593	23	0.4%
0.6959426543	23	0.4%
Other values (264)	5705	94.2%

Value	Count	Frequency (%)
0.63339245	21	0.3%
0.6347191368	21	0.3%
0.6401229036	22	0.4%
0.6409023906	23	0.4%
0.642921435	22	0.4%
0.6588049279	21	0.3%
0.6664445185	21	0.3%
0.6729022273	23	0.4%
0.6753562504	21	0.3%
0.6793939806	22	0.4%

Value	Count	Frequency (%)
1.163602513	1	< 0.1%
1.150218542	20	0.3%
1.147183664	21	0.3%
1.11049417	22	0.4%
1.070434596	23	0.4%
1.022913257	23	0.4%
1.020199959	22	0.4%
1.018018935	22	0.4%
1.013581999	21	0.3%
1.011940903	21	0.3%

USD-GBP
Real number (ℝ)

High correlation

Distinct	3996
Distinct (%)	66.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66938756

Minimum	0.47449585
Maximum	0.93554121
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	94.6 KiB

Quantile statistics

Minimum	0.47449585
5-th percentile	0.50757299
Q1	0.60328185
median	0.65091453
Q3	0.76458445
95-th percentile	0.81514208
Maximum	0.93554121
Range	0.46104536
Interquartile range (IQR)	0.1613026

Descriptive statistics

Standard deviation	0.098706886
Coefficient of variation (CV)	0.1474585
Kurtosis	-1.0658071
Mean	0.66938756
Median Absolute Deviation (MAD)	0.08774701
Skewness	0.006836426
Sum	4054.4804
Variance	0.0097430493
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6366588145	7	0.1%
0.7762769756	7	0.1%
0.7725587145	6	0.1%
0.7540340823	6	0.1%
0.8036647111	6	0.1%
0.6416014372	6	0.1%
0.7952918721	6	0.1%
0.773993808	6	0.1%
0.6562541016	6	0.1%
0.7883326764	5	0.1%
Other values (3986)	5996	99.0%

Value	Count	Frequency (%)
0.4744958482	1	< 0.1%
0.4753981459	1	< 0.1%
0.4784002296	1	< 0.1%
0.478629206	1	< 0.1%
0.4789960243	1	< 0.1%
0.4802381981	1	< 0.1%
0.4806305873	1	< 0.1%
0.480746118	1	< 0.1%
0.480815463	1	< 0.1%
0.4828352083	1	< 0.1%

Value	Count	Frequency (%)
0.9355412106	1	< 0.1%
0.9317059536	1	< 0.1%
0.92089511	1	< 0.1%
0.9183579759	1	< 0.1%
0.9117432531	1	< 0.1%
0.9045680687	1	< 0.1%
0.9020386073	1	< 0.1%
0.9009009009	1	< 0.1%
0.8995232527	1	< 0.1%
0.8960573477	1	< 0.1%

USD-HKD
Real number (ℝ)

Distinct	212
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.7845724

Minimum	7.7418
Maximum	7.85
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	94.6 KiB

Quantile statistics

Minimum	7.7418
5-th percentile	7.7502
Q1	7.756
median	7.7779
Q3	7.8001
95-th percentile	7.8468
Maximum	7.85
Range	0.1082
Interquartile range (IQR)	0.0441

Descriptive statistics

Standard deviation	0.030767184
Coefficient of variation (CV)	0.0039523281
Kurtosis	-0.71577024
Mean	7.7845724
Median Absolute Deviation (MAD)	0.0221
Skewness	0.65332167
Sum	47151.155
Variance	0.00094661963
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.7503	132	2.2%
7.7501	112	1.8%
7.75	110	1.8%
7.7994	103	1.7%
7.7551	88	1.5%
7.7502	86	1.4%
7.8	67	1.1%
7.7998	66	1.1%
7.7531	65	1.1%
7.808	46	0.8%
Other values (202)	5182	85.6%

Value	Count	Frequency (%)
7.7418	22	0.4%
7.75	110	1.8%
7.7501	112	1.8%
7.7502	86	1.4%
7.7503	132	2.2%
7.7504	43	0.7%
7.7505	44	0.7%
7.7506	22	0.4%
7.7507	44	0.7%
7.7508	21	0.3%

Value	Count	Frequency (%)
7.85	42	0.7%
7.8499	20	0.3%
7.8498	45	0.7%
7.8497	21	0.3%
7.8496	20	0.3%
7.8494	20	0.3%
7.8493	23	0.4%
7.8491	45	0.7%
7.8488	22	0.4%
7.8483	21	0.3%

USD-JPY
Real number (ℝ)

High correlation

Distinct	275
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	111.01636

Minimum	76.27
Maximum	160.88
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	94.6 KiB

Quantile statistics

Minimum	76.27
5-th percentile	79.82
Q1	102.44
median	110.26
Q3	119.06
95-th percentile	148.842
Maximum	160.88
Range	84.61
Interquartile range (IQR)	16.62

Descriptive statistics

Standard deviation	17.879149
Coefficient of variation (CV)	0.16104969
Kurtosis	0.37840449
Mean	111.01636
Median Absolute Deviation (MAD)	8.36
Skewness	0.41058902
Sum	672426.07
Variance	319.66398
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
149.98	44	0.7%
106.28	44	0.7%
111.39	43	0.7%
115.77	43	0.7%
112.69	42	0.7%
97.88	23	0.4%
112.64	23	0.4%
109.98	23	0.4%
93.47	23	0.4%
117.4	23	0.4%
Other values (265)	5726	94.5%

Value	Count	Frequency (%)
76.27	22	0.4%
76.66	23	0.4%
76.76	21	0.3%
76.91	22	0.4%
77.06	22	0.4%
77.62	22	0.4%
77.96	20	0.3%
78.12	22	0.4%
78.17	21	0.3%
78.32	23	0.4%

Value	Count	Frequency (%)
160.88	20	0.3%
157.8	22	0.4%
157.31	23	0.4%
157.2	22	0.4%
155.19	23	0.4%
152.03	23	0.4%
151.68	22	0.4%
151.35	21	0.3%
150.63	20	0.3%
149.98	44	0.7%

USD-NZD
Real number (ℝ)

High correlation

Distinct	270
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4827035

Minimum	1.1372683
Maximum	2.402691
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	94.6 KiB

Quantile statistics

Minimum	1.1372683
5-th percentile	1.2048193
Q1	1.3577733
median	1.4551804
Q3	1.5802781
95-th percentile	1.8345258
Maximum	2.402691
Range	1.2654227
Interquartile range (IQR)	0.22250488

Descriptive statistics

Standard deviation	0.2083039
Coefficient of variation (CV)	0.14048925
Kurtosis	2.4631801
Mean	1.4827035
Median Absolute Deviation (MAD)	0.11962271
Skewness	1.2281648
Sum	8980.7348
Variance	0.043390513
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.361841209	45	0.7%
1.460493647	44	0.7%
1.433897333	44	0.7%
1.425110446	44	0.7%
1.475361464	44	0.7%
1.483679525	44	0.7%
1.294163323	43	0.7%
1.375515818	43	0.7%
1.455180442	42	0.7%
1.511258879	42	0.7%
Other values (260)	5622	92.8%

Value	Count	Frequency (%)
1.137268282	21	0.3%
1.141813199	21	0.3%
1.154334526	21	0.3%
1.160496693	22	0.4%
1.167815018	22	0.4%
1.170823089	23	0.4%
1.176470588	23	0.4%
1.176609013	22	0.4%
1.192037192	20	0.3%
1.192179304	23	0.4%

Value	Count	Frequency (%)
2.402691014	1	< 0.1%
2.371354043	20	0.3%
2.270663034	21	0.3%
2.235636038	22	0.4%
2.150075253	23	0.4%
2.132650885	21	0.3%
2.131741633	22	0.4%
2.080732418	23	0.4%
2.058036633	23	0.4%
2.052966537	20	0.3%

USD-XAU
Real number (ℝ)

High correlation

Distinct	239
Distinct (%)	3.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0011099779

Minimum	0.000301
Maximum	0.00353
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	94.6 KiB

Quantile statistics

Minimum	0.000301
5-th percentile	0.000485
Q1	0.000599
median	0.000788
Q3	0.001276
95-th percentile	0.002854
Maximum	0.00353
Range	0.003229
Interquartile range (IQR)	0.000677

Descriptive statistics

Standard deviation	0.0007554347
Coefficient of variation (CV)	0.68058537
Kurtosis	0.97321312
Mean	0.0011099779
Median Absolute Deviation (MAD)	0.000225
Skewness	1.4696096
Sum	6.723136
Variance	5.7068158 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.000755	68	1.1%
0.000757	68	1.1%
0.000565	66	1.1%
0.00229	65	1.1%
0.000788	64	1.1%
0.000823	45	0.7%
0.000584	45	0.7%
0.000548	45	0.7%
0.000852	45	0.7%
0.000764	45	0.7%
Other values (229)	5501	90.8%

Value	Count	Frequency (%)
0.000301	14	0.2%
0.00032	21	0.3%
0.00035	20	0.3%
0.000357	23	0.4%
0.000364	23	0.4%
0.000378	21	0.3%
0.00038	21	0.3%
0.000381	22	0.4%
0.000399	22	0.4%
0.000409	23	0.4%

Value	Count	Frequency (%)
0.00353	1	< 0.1%
0.00337	20	0.3%
0.0033	21	0.3%
0.00329	23	0.4%
0.00324	22	0.4%
0.00319	22	0.4%
0.00318	20	0.3%
0.00314	44	0.7%
0.00309	21	0.3%
0.00306	23	0.4%

	USD-AUD	USD-CAD	USD-CHF	USD-CNY	USD-EUR	USD-GBP	USD-HKD	USD-JPY	USD-NZD	USD-XAU
USD-AUD	1.000	0.913	0.184	0.552	0.824	0.527	0.377	0.702	0.926	-0.004
USD-CAD	0.913	1.000	0.112	0.467	0.874	0.584	0.369	0.676	0.802	-0.033
USD-CHF	0.184	0.112	1.000	0.654	-0.029	-0.474	0.076	0.090	0.316	0.899
USD-CNY	0.552	0.467	0.654	1.000	0.259	-0.177	0.356	0.437	0.637	0.503
USD-EUR	0.824	0.874	-0.029	0.259	1.000	0.723	0.364	0.720	0.685	-0.218
USD-GBP	0.527	0.584	-0.474	-0.177	0.723	1.000	0.279	0.322	0.389	-0.670
USD-HKD	0.377	0.369	0.076	0.356	0.364	0.279	1.000	0.458	0.328	-0.078
USD-JPY	0.702	0.676	0.090	0.437	0.720	0.322	0.458	1.000	0.622	-0.008
USD-NZD	0.926	0.802	0.316	0.637	0.685	0.389	0.328	0.622	1.000	0.107
USD-XAU	-0.004	-0.033	0.899	0.503	-0.218	-0.670	-0.078	-0.008	0.107	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

	USD-AUD	USD-CAD	USD-CHF	USD-CNY	USD-EUR	USD-GBP	USD-HKD	USD-JPY	USD-NZD	USD-XAU
DATE
2002-02-01	1.969667	1.5891	1.7193	8.2766	1.163603	0.708818	7.7993	134.68	2.402691	0.00353
2002-03-01	1.930129	1.6016	1.6966	8.2765	1.150219	0.706115	7.7994	133.36	2.371354	0.00337
2002-03-01	1.930129	1.6016	1.6966	8.2765	1.150219	0.702593	7.7994	133.36	2.371354	0.00337
2002-03-01	1.930129	1.6016	1.6966	8.2765	1.150219	0.706364	7.7994	133.36	2.371354	0.00337
2002-03-01	1.930129	1.6016	1.6966	8.2765	1.150219	0.708015	7.7994	133.36	2.371354	0.00337
2002-03-01	1.930129	1.6016	1.6966	8.2765	1.150219	0.707214	7.7994	133.36	2.371354	0.00337
2002-03-01	1.930129	1.6016	1.6966	8.2765	1.150219	0.703334	7.7994	133.36	2.371354	0.00337
2002-03-01	1.930129	1.6016	1.6966	8.2765	1.150219	0.697983	7.7994	133.36	2.371354	0.00337
2002-03-01	1.930129	1.6016	1.6966	8.2765	1.150219	0.699937	7.7994	133.36	2.371354	0.00337
2002-03-01	1.930129	1.6016	1.6966	8.2765	1.150219	0.698812	7.7994	133.36	2.371354	0.00337

	USD-AUD	USD-CAD	USD-CHF	USD-CNY	USD-EUR	USD-GBP	USD-HKD	USD-JPY	USD-NZD	USD-XAU
DATE
2025-05-01	1.568135	1.3849	0.8169	7.2997	0.877578	0.780031	7.7625	142.18	1.684069	0.000301
2025-05-01	1.568135	1.3849	0.8169	7.2997	0.877578	0.771010	7.7625	142.18	1.684069	0.000301
2025-05-01	1.568135	1.3849	0.8169	7.2997	0.877578	0.753807	7.7625	142.18	1.684069	0.000301
2025-05-01	1.568135	1.3849	0.8169	7.2997	0.877578	0.758150	7.7625	142.18	1.684069	0.000301
2025-05-01	1.568135	1.3849	0.8169	7.2997	0.877578	0.755801	7.7625	142.18	1.684069	0.000301
2025-05-01	1.568135	1.3849	0.8169	7.2997	0.877578	0.755059	7.7625	142.18	1.684069	0.000301
2025-05-01	1.568135	1.3849	0.8169	7.2997	0.877578	0.752785	7.7625	142.18	1.684069	0.000301
2025-05-01	1.568135	1.3849	0.8169	7.2997	0.877578	0.768817	7.7625	142.18	1.684069	0.000301
2025-05-01	1.568135	1.3849	0.8169	7.2997	0.877578	0.764117	7.7625	142.18	1.684069	0.000301
2025-05-01	1.568135	1.3849	0.8169	7.2997	0.877578	0.773814	7.7625	142.18	1.684069	0.000301

Most frequently occurring

	USD-AUD	USD-CAD	USD-CHF	USD-CNY	USD-EUR	USD-GBP	USD-HKD	USD-JPY	USD-NZD	USD-XAU	# duplicates
6	0.978953	1.0306	0.9367	6.2218	0.765873	0.659500	7.7551	92.56	1.212562	0.000632	3
0	0.909670	0.9552	0.7855	6.4415	0.694541	0.612332	7.7941	76.76	1.137268	0.000615	2
1	0.931793	0.9899	0.9044	6.2938	0.750469	0.632191	7.7564	81.15	1.198897	0.000590	2
2	0.932662	0.9634	0.8404	6.4634	0.689560	0.610836	7.7818	80.56	1.205982	0.000666	2
3	0.932662	0.9634	0.8404	6.4634	0.689560	0.617513	7.7818	80.56	1.205982	0.000666	2
4	0.972479	1.0174	0.9132	6.3793	0.743716	0.626999	7.7676	77.62	1.281230	0.000573	2
5	0.978953	1.0306	0.9367	6.2218	0.765873	0.638610	7.7551	92.56	1.212562	0.000632	2
7	0.979528	1.0213	0.9381	6.2949	0.771545	0.638121	7.7674	76.91	1.286670	0.000639	2
8	0.981740	0.9716	0.9289	6.5770	0.724323	0.619732	7.7880	81.78	1.329080	0.000709	2
9	1.016777	1.0194	0.9824	6.6740	0.717000	0.629327	7.7508	80.40	1.304631	0.000736	2

Overview

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring

Overview

Variables

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring